MCMC from scratch : a practical introduction to Markov Chain Monte Carlo

• Material Type: 図書
• ISBN: 9789811927140; 9789811927157 (electronic bk.)
• Title: MCMC from scratch : a practical introduction to Markov Chain Monte Carlo
• Author/Editor: Masanori Hanada, So Matsuura
• Author Heading: 花田, 政範 ハナダ, マサノリ ( 001354135 )Authorities; 松浦, 壮, 1974- マツウラ, ソウ, 1974- ( 001220393 )Authorities
• Publication, Distribution, etc.: Singapore : Springer (出版)
• Publication Date: [2022]; 著作権日付 : ©2022
• Publication Date (W3CDTF): 2022
• Extent: ix, 194 pages
• Other physical details: illustrations
• Size: 24 cm
• Place of Publication (Country Code): SG
• Text Language Code: eng
• Content Type: text
• Media Type: unmediated
• Carrier Type: volume
• Subject Heading: Markov processes; Monte Carlo method; Markov processes.; Monte Carlo method.
• LCC: QA274.7
• DDC: 519.2/33
• NDLC: MA211
• Target Audience: 一般
• Note (Bibliography): Includes bibliographical references
• Collection (particular): 日本関係外国語図書
• Holding library: 国立国会図書館
• Call No.: MA211-D40
• Related Material (DOI): 10.1007/978-981-19-2715-7
• Data Provider (Database): 国立国会図書館 : 国立国会図書館蔵書; https://ndlsearch.ndl.go.jp
• Bibliographic ID (NDL): 032184180; http://id.ndl.go.jp/bib/032184180
• Cataloging Rule: RDA
• Bibliographic Record Category (NDL): 211

• Contents: Chapter 1: IntroductionChapter 2: What is the Monte Carlo method?Chapter 3: General Aspects of Markov Chain Monte Carlo...
• Summary, etc.: This textbook explains the fundamentals of Markov Chain Monte Carlo (MCMC) without assuming advanced knowledge of mathematics and programming. MCMC is...